Inquiry about how to connect an existing, locally hosted Weaviate instance with pre-loaded embeddings as a knowledge base in the Agno framework without re-ingesting data

Hi,

For the agent’s knowledge, we need to use a locally hosted Weaviate vector database that already contains pre-generated embeddings.

We explored the knowledge base options you provided, but we couldn’t find a way to connect our existing Weaviate instance as a knowledge base without ingesting new data through your interface.

Since our Weaviate instance is already populated with data and embeddings, we want to connect to it as-is, without re-uploading or re-indexing anything.

Can you please guide us on how to achieve this?